Trending News: Family of woman who died in e-scooter accident pleads for riders to wear helmets – BCChinese helium ban threatens supplies to EuropeChinese EV makers have sights set on Quebec market…Can Your Apple Watch Really Track Blood Pressure? Here’s How to Make It WorkMetro Bank One-Day Cup – Stokes return adds intrigue as counties assemble for One-Day CupAmid wider statue debate, Gatineau quietly reinstalls monument to Samuel de ChamplainVancouver’s FIFA World Cup matches saw 1,300 cops deployed each gameLeon Kennedy Voice Actor Says Nirvana, Metallica Inspired Performance for Resident Evil RemakesJetBlue Wins $58.5 Million Bid For 22 Ex-Spirit Slots At LaGuardiaUnited Airlines employee appears to threaten to call ICE on passenger: “You don’t act like a citizen”McMichael Canadian Art Collection to close for three years for constructionThe Odyssey turned me into an IMAX believerEpidemics and RageElections BC announces failure of recall petition against Vancouver MLA Dallas Brodie2 girls take over Alberta RCMP command as part of Kids with Cancer experience – EdmontonRays vs. Blue Jays MLB picks: Back Cease to beat sliding Tampa BayMoody’s Flags Rising Risks in Indonesia on Policy UncertaintyFirefighting drones in the works as wildfires plague US nearly year-roundI’m a Minimalist Fashion Editor Yet This Printed Trouser Trend Is One I’ll Be Wearing All Summer LongSask. Roughrider in fatal crash was driving on wrong side of divided highway: RCMPNintendo Music Updated With More Mario Kart World ‘Free Roam’ SongsGuyana recovers 27 bodies after ferry disaster as crew comes under scrutiny | Transport NewsData centre development ban a no-go after Hamilton…Trump Rejected Nearly 6,000 Clemency Applications Amid Hope of Pardon WaveThe 12% Fleet Shift That Signals How Airlines Are Hollowing Out Coach Before Flyers NoticeSuspicious fires in West Kelowna leave residents shaken as RCMP investigateEven Mild Sleep Deprivation May Lead to Weight GainOil Dips After Two-Day Gain as Traders Weigh Middle East OutlookElder goes 6 innings to give Braves’ bullpen a rest, Harris and Albies homer in 3-2 win over PadresCraswell sentenced to 7.5 years for child sex abuse offences — in P.E.I. schools and onlineWeather warnings as tropical depression develops along US Gulf coast | US newsU.S. hits Canada with steep tariffs on range of products, including hockey sticksColossal Biosciences reportedly in talks to raise new capital at $20B–$30B valuationSamsung 990 review: a lower-spec SSD that’s weirdly great for gamesUS suspends funding for US Virgin Islands’ housing authority and accuses it of corruptionDonald Trump orders new 50% tariffs on many Canadian importsWATCH: Small plane crash lands on Texas homeShuffle Board: Bluesign and Bottega Veneta Appoint New CEOs5 Business Class Seats So Private That Passengers Forget They Are On A PlaneThe First UL 3700-Compliant Plug-In Solar Microinverter Is Now Available In The USWorld Matchplay Darts 2026 results: Luke Humphries suffers shock first-round loss to Cameron MenziesNotorious drug cartel leader Ismael Zambada sentenced to life in US prisonConservatives consider using Parliament to unveil details of U.S. border bridge dealHomicide of Edmonton mom and nurse Nadine Robinson unsolved, 20 years later – EdmontonTrump imposes 50% tariffs on Canadian goods, citing disputes over autos, alcohol and cheese‘Toronto is a soccer city’: Mayor Chow says Toronto’s part in World Cup was a successToday’s NYT Connections: Sports Edition Hints and Answers for July 21, #666Ubisoft promises Ghost Recon news in August, and if you’re hoping that means an update on the Splinter Cell remake then I admire your optimism but sorry, noFire captain, wife, 3 sons found dead after flash flood in Utah canyon; daughter is family’s sole survivorFirstFT: Indian police crack down on ‘Cockroach’ protesters*Urgent*Over $30,000 in art, spirits stolen from Toronto home, police search for suspectsTopps releasing trading card of Lionel Messi, infant Lamine YamalThe FCC is planning to retroactively ban disguised DJI gadgetsThe ultimate weekend getaway to Baltimore, MarylandWhy My Daily Routine Starts In The EveningGold Steady as Traders Watch Middle East War for Inflation CluesNo chance Netanyahu will be arrested in New York, Trump saysDaniel Ortega, President of Nicaragua, Says He Plans to Abolish ElectionsDemocrats could take preliminary vote on their 2028 presidential primary calendar later this weekSaskatoon’s University Bridge reopening postponed, adding $213K to repair costsDA: Cop covered bodycam to snap nude prisoners on his iPhone—but other cams caught himAfter Doom director Hugo Martin denied reports that id Software had been gutted, “current and former employees” are disagreeing with his optimismEngland cricket: Are Harry Brook’s side set to challenge for the 2027 World Cup?Tate Brothers to Stay in Jail as New Details About Charges EmergeNew Zealand’s Faster Inflation Bolsters Case for More Rate HikesEnbridge breaks ground on $4B natural gas pipeline expansionSuspect accused of setting fire outside NYC federal buildingThe FDA Says It Didn’t Apologize to Supplier Linked to Diarrhea Outbreak, ActuallyTrump imposes 50% US tariffs on some Canadian goods, citing discrimination | International Trade NewsStatement by Prime Minister Carney on the United States administration’s intention to impose new tariffs on Canadian goodsAfternoon front page: No politician is safe from ‘zealous leftists’; how DEI has lowered opinions about Jews, Israel; and moreSparks Fly After Kalitta Air Boeing 777-300 Tail Strike At Cincinnati Airport26 Chic Under $50 Nordstrom Anniversary Sale ItemsU.S. hits Canada with steep tariffs on range of products, including hockey sticksConstruction to start on Enbridge Sunrise pipeline expansion near Prince GeorgeAus vs Ban 2026 – Pat Cummins, Josh Hazlewood, Nathan Lyon return to face BangladeshRidley Scott’s $630 million sci-Fi masterpiece makes a comeback on streaming for 1 very obvious reasonAnthropic’s landmark $1.5B copyright settlement is approvedWhat Are Exosomes? The Viral Beauty Trend Everyone’s Talking AboutAndy Burnham vows to ‘bring back hope’ as he unveils his cabinet | Andy BurnhamU.S. hits Canada with steep tariffs on range of products, including hockey sticks9 separate mass shootings across US leave 9 dead, 60 injured over the weekendPart of Montreal family camping outside its duplex allowed to move in, Quebec housing tribunal rulesMonday Notes: Living in Costa Rica Taught Me to Consume LessAmazon’s Adaptive Display For Fire TVs Is Officially Rolling Out TodayU.S. hits Canada with steep tariffs on range of products, including hockey sticksTrump says Iran will pay ‘many times over’ for deaths of U.S. soldiers as mediators seek truceJudge temporarily pauses Paramount-Warner Bros. dealComedy of Pirates errors on one play sparks explosive first inning for YankeesAmerican Airlines gives 3 big updates about future of DFW hubUS launches fresh strikes on Iran, as Trump warns of retaliation for deaths of soldiersMy bf and I are trying to pull together money for…Game Pass Was A Good Idea But It Didn’t Work, Forza Horizon 5 Creative Director SaysSalsa on St Clair won’t return if safety concerns aren’t addressed: organizerCoupang Warehouse Fire Could Cost Hundreds of Millions in LossesSpace Launch Costs Have Fallen 96% Since 1960. 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Mon. Jul 20th, 2026

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Trending News: Family of woman who died in e-scooter accident pleads for riders to wear helmets – BCChinese helium ban threatens supplies to EuropeChinese EV makers have sights set on Quebec market…Can Your Apple Watch Really Track Blood Pressure? Here’s How to Make It WorkMetro Bank One-Day Cup – Stokes return adds intrigue as counties assemble for One-Day CupAmid wider statue debate, Gatineau quietly reinstalls monument to Samuel de ChamplainVancouver’s FIFA World Cup matches saw 1,300 cops deployed each gameLeon Kennedy Voice Actor Says Nirvana, Metallica Inspired Performance for Resident Evil RemakesJetBlue Wins $58.5 Million Bid For 22 Ex-Spirit Slots At LaGuardiaUnited Airlines employee appears to threaten to call ICE on passenger: “You don’t act like a citizen”McMichael Canadian Art Collection to close for three years for constructionThe Odyssey turned me into an IMAX believerEpidemics and RageElections BC announces failure of recall petition against Vancouver MLA Dallas Brodie2 girls take over Alberta RCMP command as part of Kids with Cancer experience – EdmontonRays vs. Blue Jays MLB picks: Back Cease to beat sliding Tampa BayMoody’s Flags Rising Risks in Indonesia on Policy UncertaintyFirefighting drones in the works as wildfires plague US nearly year-roundI’m a Minimalist Fashion Editor Yet This Printed Trouser Trend Is One I’ll Be Wearing All Summer LongSask. Roughrider in fatal crash was driving on wrong side of divided highway: RCMPNintendo Music Updated With More Mario Kart World ‘Free Roam’ SongsGuyana recovers 27 bodies after ferry disaster as crew comes under scrutiny | Transport NewsData centre development ban a no-go after Hamilton…Trump Rejected Nearly 6,000 Clemency Applications Amid Hope of Pardon WaveThe 12% Fleet Shift That Signals How Airlines Are Hollowing Out Coach Before Flyers NoticeSuspicious fires in West Kelowna leave residents shaken as RCMP investigateEven Mild Sleep Deprivation May Lead to Weight GainOil Dips After Two-Day Gain as Traders Weigh Middle East OutlookElder goes 6 innings to give Braves’ bullpen a rest, Harris and Albies homer in 3-2 win over PadresCraswell sentenced to 7.5 years for child sex abuse offences — in P.E.I. schools and onlineWeather warnings as tropical depression develops along US Gulf coast | US newsU.S. hits Canada with steep tariffs on range of products, including hockey sticksColossal Biosciences reportedly in talks to raise new capital at $20B–$30B valuationSamsung 990 review: a lower-spec SSD that’s weirdly great for gamesUS suspends funding for US Virgin Islands’ housing authority and accuses it of corruptionDonald Trump orders new 50% tariffs on many Canadian importsWATCH: Small plane crash lands on Texas homeShuffle Board: Bluesign and Bottega Veneta Appoint New CEOs5 Business Class Seats So Private That Passengers Forget They Are On A PlaneThe First UL 3700-Compliant Plug-In Solar Microinverter Is Now Available In The USWorld Matchplay Darts 2026 results: Luke Humphries suffers shock first-round loss to Cameron MenziesNotorious drug cartel leader Ismael Zambada sentenced to life in US prisonConservatives consider using Parliament to unveil details of U.S. border bridge dealHomicide of Edmonton mom and nurse Nadine Robinson unsolved, 20 years later – EdmontonTrump imposes 50% tariffs on Canadian goods, citing disputes over autos, alcohol and cheese‘Toronto is a soccer city’: Mayor Chow says Toronto’s part in World Cup was a successToday’s NYT Connections: Sports Edition Hints and Answers for July 21, #666Ubisoft promises Ghost Recon news in August, and if you’re hoping that means an update on the Splinter Cell remake then I admire your optimism but sorry, noFire captain, wife, 3 sons found dead after flash flood in Utah canyon; daughter is family’s sole survivorFirstFT: Indian police crack down on ‘Cockroach’ protesters*Urgent*Over $30,000 in art, spirits stolen from Toronto home, police search for suspectsTopps releasing trading card of Lionel Messi, infant Lamine YamalThe FCC is planning to retroactively ban disguised DJI gadgetsThe ultimate weekend getaway to Baltimore, MarylandWhy My Daily Routine Starts In The EveningGold Steady as Traders Watch Middle East War for Inflation CluesNo chance Netanyahu will be arrested in New York, Trump saysDaniel Ortega, President of Nicaragua, Says He Plans to Abolish ElectionsDemocrats could take preliminary vote on their 2028 presidential primary calendar later this weekSaskatoon’s University Bridge reopening postponed, adding $213K to repair costsDA: Cop covered bodycam to snap nude prisoners on his iPhone—but other cams caught himAfter Doom director Hugo Martin denied reports that id Software had been gutted, “current and former employees” are disagreeing with his optimismEngland cricket: Are Harry Brook’s side set to challenge for the 2027 World Cup?Tate Brothers to Stay in Jail as New Details About Charges EmergeNew Zealand’s Faster Inflation Bolsters Case for More Rate HikesEnbridge breaks ground on $4B natural gas pipeline expansionSuspect accused of setting fire outside NYC federal buildingThe FDA Says It Didn’t Apologize to Supplier Linked to Diarrhea Outbreak, ActuallyTrump imposes 50% US tariffs on some Canadian goods, citing discrimination | International Trade NewsStatement by Prime Minister Carney on the United States administration’s intention to impose new tariffs on Canadian goodsAfternoon front page: No politician is safe from ‘zealous leftists’; how DEI has lowered opinions about Jews, Israel; and moreSparks Fly After Kalitta Air Boeing 777-300 Tail Strike At Cincinnati Airport26 Chic Under $50 Nordstrom Anniversary Sale ItemsU.S. hits Canada with steep tariffs on range of products, including hockey sticksConstruction to start on Enbridge Sunrise pipeline expansion near Prince GeorgeAus vs Ban 2026 – Pat Cummins, Josh Hazlewood, Nathan Lyon return to face BangladeshRidley Scott’s $630 million sci-Fi masterpiece makes a comeback on streaming for 1 very obvious reasonAnthropic’s landmark $1.5B copyright settlement is approvedWhat Are Exosomes? The Viral Beauty Trend Everyone’s Talking AboutAndy Burnham vows to ‘bring back hope’ as he unveils his cabinet | Andy BurnhamU.S. hits Canada with steep tariffs on range of products, including hockey sticks9 separate mass shootings across US leave 9 dead, 60 injured over the weekendPart of Montreal family camping outside its duplex allowed to move in, Quebec housing tribunal rulesMonday Notes: Living in Costa Rica Taught Me to Consume LessAmazon’s Adaptive Display For Fire TVs Is Officially Rolling Out TodayU.S. hits Canada with steep tariffs on range of products, including hockey sticksTrump says Iran will pay ‘many times over’ for deaths of U.S. soldiers as mediators seek truceJudge temporarily pauses Paramount-Warner Bros. dealComedy of Pirates errors on one play sparks explosive first inning for YankeesAmerican Airlines gives 3 big updates about future of DFW hubUS launches fresh strikes on Iran, as Trump warns of retaliation for deaths of soldiersMy bf and I are trying to pull together money for…Game Pass Was A Good Idea But It Didn’t Work, Forza Horizon 5 Creative Director SaysSalsa on St Clair won’t return if safety concerns aren’t addressed: organizerCoupang Warehouse Fire Could Cost Hundreds of Millions in LossesSpace Launch Costs Have Fallen 96% Since 1960. They Aren’t Done Yet.Tate brothers held in federal detention as they face new rape and sex trafficking charges, possible U.K. extraditionTrump to hit Canada with new 50% tariffOwen Goodman on the front line as Canadian men open new cycle after historic 2026 World Cup
Mon. Jul 20th, 2026

Beyond grep: The case for a context-rich AI coding harness



There are a lot of AI coding applications out there, and as impressive as large language models and the agents they enable have become, many of the most recent developments in AI-assisted development have been in the software that manages those models, not just the models themselves.

Earlier this summer, I spoke with the head of product for Claude Code, Anthropic’s Cat Wu, about that company’s approach to building that software.

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